Forecasting of Forex Time Series Data Based on Deep Learning.
Lina NiYujie LiXiao WangJinquan ZhangJiguo YuChengming QiPublished in: IIKI (2018)
Keyphrases
- deep learning
- exchange rate
- financial time series
- foreign exchange
- unsupervised learning
- unsupervised feature learning
- machine learning
- restricted boltzmann machine
- weakly supervised
- stock price
- mental models
- high dimensional
- stock market
- deep architectures
- higher order
- data sets
- image segmentation
- data mining
- learning algorithm
- computer vision
- decision making
- particle filter
- data analysis
- bayesian networks